AI Foundations

Issued by Harper College

AI Foundations badge earners understand how Artificial Intelligence (AI) continues to evolve rapidly with numerous applications across many industries. Participants have gained knowledge of machine learning tools and python packages. Badge earners have explored common trade applications of Artificial Intelligence, including novice, intermediate, and advanced levels. Participants utilize linear regression for predictive maintenance and employee attrition predictions.

Additional Details

Skills

Earning Criteria

Understand the concepts of artificial intelligence and machine learning.
Explore the AI Project Cycle and recognize real-world applications.
Gain experience programming using Python functions and packages.
Utilize software for data visualization, machine learning, and data analysis.
Identify how to use predictive maintenance using linear regression.
Explain employee attrition prediction using linear regression.
Utilize random forest to detect insurance fraud.
Apply artificial neural network when accessing quality assurance system.